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Genre: Education & Language
Language: English
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Description

Machine Learning represents a paradigm shift in computational problem-solving,
fundamentally departing from traditional rule-based programming approaches. At its core,
Machine Learning is defined as a subset of artificial intelligence that enables computer systems
to automatically learn and improve performance on specific tasks through experience, without
being explicitly programmed for every possible scenario. This definition, first articulated by
Arthur Samuel in 1959, has evolved to encompass Tom Mitchell's more formal
characterization: "A computer program is said to learn from experience E with respect to some
class of tasks T and performance measure P, if its performance at tasks in T, as measured by P,
improves with experience E."

About the Authors

Name: Dr Y C A Padmanabha Reddy
Department of Artificial Intelligence and Machine Learning,
Chaitanya Bharathi Institute of Technology, Gandipet.
Hyderabad-500075
Personal mail: ananthayc.reddy@gmail.com
Mail id :padmanabhareddy_cseaiml@cbit.ac.in
Mobile: 9000932271
Y. C. A. Padmanabha Reddy received the Ph.D. degree from JNTUA, Anathapuram, in 2019, with a focus on Fast Semi-Supervised Clustering Methods to find Arbitrary shaped Clusters. He is currently working as an Associate Professor with the Department of Artificial Intelligence and Machine Learning ( CSE-AIML) at Chaitanya Bharathi Institute of Technology, Gandipet, Telangana, India. His research interests include Security analytics, Machine learning, Deep learning and Pattern Recognition. Infosys Certified in “Machine Learning and Natural Language Processing”. He received Telangana State Bast Teacher Award-2024. He has published many articles in peer reviewed journals. He chaired many sessions in various international Conferences and also reviewer for reputed conferences and Journals. He has acted as a Resource person in various national and international seminars and workshops He is a member in various professional body memberships such as IEEE, CIS and ACM.

ORCID:-https://orcid.org/0000-0002-9697-7072

Name: Dr.R Ravinder Reddy
Professor, Department of CSE,
CBIT, Hydrabad, India.
Dr. R. Ravinder Reddy is working as professor in Department if CSE, Chaitanya Bharathi Institute of Technology, Hyderabad, India. He has completed his B.Tech (CSE) from JNTUH, He received his M.Tech (CSE) from JNTUH and completed his Ph.D. (CSE) in 2016 from JNTUH. He has 21 years of teaching experience and published over 82 research papers in International Journals and Conferences of repute and has successfully completed many research projects. With contribution towards research 3 patents are granted and 7 were published. He has guided 1 Ph.D. scholar and 14 PG students. As a facilitator for the learning process organized 5 STTPs/ Workshops /FDPs /SDPs, and delivered 15 keynote and invited talks. He is Principal Investigator for 3 Research and 1 Consultancy Project. He was the recipient of Best teacher award in CBIT 2018. Dr. Reddy is very active in Professional Societies and is a Life Member of ISTE, CSI and senior member in IEEE, MACM.

Dr.E.Padmalatha currently working in Chaitanya Bharathi Institute of Technology as an Associate professor, and academician with over 25 years of experience in teaching and research within the field of Computer Science. Specialises in data stream mining, with a proven research and publication track record. Holder of a PhD focused on developing efficient learning approaches for real-time data streams. Demonstrates strong expertise in the application of AI techniques and contributes significantly to the academic community through publications, conference presentations, and patents.

Srinivas Daripelli
With over 18 years of experience in software development, Srinivas Daripelli has built a career defined by innovation, leadership, and a passion for technology. Holding a degree in Computer Science Engineering, He has worked with some of the world’s leading organizations, including Broadcom, Verizon, and Wipro, where he contributed to mission-critical projects and cutting-edge solutions.
Currently serving as Engineering Manager at Asset Telematics, Srinivas Daripelli leads cross-functional teams in delivering high-impact technology initiatives that solve complex business problems. Over the years, he has earned recognition as an innovator, holding multiple patents in advanced software technologies — a testament to his ability to think beyond conventional boundaries.
Beyond technical expertise, Srinivas Daripelli is deeply committed to mentoring teams, fostering innovation, and driving digital transformation. He blending technical precision with creative problem-solving to deliver solutions that make a real-world difference.

Book Details

ISBN: 9789367176818
Publisher: Geh Press
Number of Pages: 420
Dimensions: A4
Interior Pages: B&W
Binding: Paperback (Perfect Binding)
Availability: In Stock (Print on Demand)

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